Antonio O.R.
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Antonio Ortiz Romero

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I am a mathematics graduate currently employed under the Momentum program at CSIC. My work focuses on developing AI-based tools for the real-time management and optimization of deep geothermal resources. Previously, I completed a 9-month internship at DXC Technology, where I gained experience in data engineering by implementing an ETL pipeline and integrating OpenAI’s API.

  • Research Experience
  • Languages
  • Education
  • Internships
  • Technical Skills

Titulado Superior FC- Momentum Program | December 2024 - Present (Contract until 2028)

Institute of Environmental Assessment and Water Research- IDAEA

  • Developing physics-informed deep learning algorithms for the management and optimization of deep geothermal resources.
  • Part of the Porous Media Multiscale Modeling Laboratory (PM3Lab) at IDAEA.
  • Combining AI and physics-based modeling to improve real-time decision-making in geothermal systems.
  • Planning to complete a Master’s in Artificial Intelligence as a foundation for a future PhD in the field.

English: B2 level (CEFR) - Professional working proficiency

Spanish: Native

Bachelor in Mathematics | University of Alicante — Sep 2019 – July 2024

  • Bachelor’s Thesis: Detection of Automatic Translation through Distributional Properties of Text
    • Developed binary classifier for machine translation detection
    • Implemented word frequency distribution features
    • Conducted domain/length impact analysis

AI Developer Intern | July 2024 - August 2024

DXC Technology Company

  • Developed an NLP model using the OpenAI API to assess clarity in formal documents
  • Focused on text analysis and natural language processing to improve document readability
  • Applied AI techniques to enhance compliance and accessibility in legal and business documents
  • Gained practical experience in AI development through an internship contract

Data Engineer Intern | November 2023 - June 2024

DXC Technology Company

  • Designed and developed an ETL system using T-SQL and PySpark in Microsoft Fabric
  • Transformed Excel files containing business opportunities into a dimensional database
  • Built interactive Power BI reports, improving data quality and facilitating decision-making
  • Gained hands-on experience in data engineering through an internship contract

Languages

Python (Advanced), SQL, LaTeX, Quarto

Tools

PySpark, NumPy, Jupyter, Scikit-Learn, PyTorch, Pandas, Power BI, OpenAI API

Methodologies

ETL, NLP, Deep Learning





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Antonio Ortiz Romero | Titulado Superior @ IDAEA-CSIC | Computational Physics | AI Python Developer